




"""simple docstring"""


from __future__ import annotations

import time
from collections.abc import Sequence
from random import randint

from matplotlib import pyplot as plt


def    UpperCAmelCase__			(snake_case__				:   List[Any]						,  snake_case__				:   Any						,  snake_case__				:   List[str]       ):
  """simple docstring"""

  if not arr:
    return None, None, 0
  if low == high:
    return low, high, arr[low]

  _snake_case				:						Optional[int]								=    (low + high) // 2
  _snake_case						,   _snake_case						,   _snake_case				:						List[str]								=    max_subarray(a__						,  a__						,  a__       )
  _snake_case						,   _snake_case						,   _snake_case				:						Union[str, Any]								=    max_subarray(a__						,  mid + 1						,  a__       )
  _snake_case						,   _snake_case						,   _snake_case				:						Tuple								=    max_cross_sum(a__						,  a__						,  a__						,  a__       )
  if left_sum >= right_sum and left_sum >= cross_sum:
    return left_low, left_high, left_sum
  elif right_sum >= left_sum and right_sum >= cross_sum:
    return right_low, right_high, right_sum
  return cross_left, cross_right, cross_sum


def    UpperCAmelCase__			(snake_case__				:   Optional[int]						,  snake_case__				:   List[Any]						,  snake_case__				:   Tuple						,  snake_case__				:   int       ):
  """simple docstring"""

  _snake_case						,   _snake_case				:						Optional[Any]								=    float("""-inf"""       ), -1
  _snake_case						,   _snake_case				:						Dict								=    float("""-inf"""       ), -1

  _snake_case				:						List[str]								=    0
  for i in range(a__						,  low - 1						,  -1       ):
    summ += arr[i]
    if summ > left_sum:
      _snake_case				:						List[Any]								=    summ
      _snake_case				:						Optional[int]								=    i

  _snake_case				:						Any								=    0
  for i in range(mid + 1						,  high + 1       ):
    summ += arr[i]
    if summ > right_sum:
      _snake_case				:						Optional[int]								=    summ
      _snake_case				:						Optional[int]								=    i

  return max_left, max_right, (left_sum + right_sum)


def    UpperCAmelCase__			(snake_case__				:   int       ):
  """simple docstring"""

  _snake_case				:						Union[str, Any]								=    [randint(1						,  a__       ) for _ in range(a__       )]
  _snake_case				:						Optional[Any]								=    time.time()
  max_subarray(a__						,  0						,  input_size - 1       )
  _snake_case				:						Tuple								=    time.time()
  return end - start


def    UpperCAmelCase__			():
  """simple docstring"""

  _snake_case				:						Dict								=    [10, 1_00, 10_00, 1_00_00, 5_00_00, 10_00_00, 20_00_00, 30_00_00, 40_00_00, 50_00_00]
  _snake_case				:						Tuple								=    [time_max_subarray(a__       ) for input_size in input_sizes]
  print("""No of Inputs\t\tTime Taken"""       )
  for input_size, runtime in zip(a__						,  a__       ):
    print(a__						,  """\t\t"""						,  a__       )
  plt.plot(a__						,  a__       )
  plt.xlabel("""Number of Inputs"""       )
  plt.ylabel("""Time taken in seconds"""       )
  plt.show()


if __name__ == "__main__":
     from doctest import testmod

     testmod()



from typing import Optional
from urllib.parse import quote

import huggingface_hub as hfh
from packaging import version


def 				lowerCAmelCase__       (			a__    ,     a__    ,     a__ = None )      ->str:




  '''simple docstring'''

  if version.parse(hfh.__version__ ).release < version.parse("0.11.0" ).release:
    # old versions of hfh don't url-encode the file path
    _UpperCamelCase           =    quote(a__ )
  return hfh.hf_hub_url(a__    ,     a__    ,     repo_type="dataset"    ,     revision=a__ )




